How can we elicit causal relations from multiple disparate observational and experimental studies?

How can we build predictive models from semantically disparate data?

How can we integrate data, hypothesis, and knowledge-based inference, predictive modeling, experimentation, simulation, and hypothesis testing into an exploratory apparatus for scientific discovery (Discovery Informatics)?